{"id":"W2983287797","doi":"10.1002/ajim.23064","title":"Musculoskeletal symptoms associated with workplace physical exposures estimated by a job exposure matrix and by self‐report","year":2019,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"National Institute for Occupational Safety and Health; Agence Nationale de la Recherche","keywords":"Job-exposure matrix; Medicine; Poisson regression; Confidence interval; Environmental health; Population; Exposure assessment; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009893013,0.0005553788,0.0004563548,0.003408273,0.0002760918,0.0006694538,0.0004680849,0.000477506,0.001433658],"category_scores_gemma":[0.02259873,0.0002864196,0.0009705403,0.001318853,0.0004479333,0.0005449236,0.001223185,0.0003438322,0.0001693366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030274,"about_ca_system_score_gemma":0.0003188119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005835292,"about_ca_topic_score_gemma":0.006209238,"domain_scores_codex":[0.9929336,0.003635755,0.0008144255,0.001111977,0.001278085,0.0002260972],"domain_scores_gemma":[0.9833872,0.007590769,0.005288051,0.001873143,0.001594898,0.000265856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002201121,0.00003634009,0.9894122,0.0001087257,0.000392029,0.00002216801,0.0004283795,0.0008302896,0.0008409677,0.00007174146,0.00009795652,0.007539012],"study_design_scores_gemma":[0.00001078015,0.0001366828,0.9964804,0.00002095096,0.00006013469,0.00009170433,0.0001737314,0.002404477,0.000302351,0.0001312239,0.0001748584,0.00001270994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922696,0.0002043408,0.006136908,0.00002587988,0.000007300975,0.00007772414,0.0008291089,0.00003161651,0.0004174834],"genre_scores_gemma":[0.994738,0.00004424528,0.004368696,0.000007079414,0.00000670793,0.000077325,0.000649454,0.000005090845,0.0001033108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009893013,"threshold_uncertainty_score":0.05231988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007598876140961859,"score_gpt":0.2840141531068656,"score_spread":0.2764152769659037,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}